Multimodal Learning for Clinical Decision Support and Clinical Image-Based Procedures: 10th International Workshop, ML-CDs 2020, and 9th International
暫譯: 臨床決策支持與臨床影像程序的多模態學習:第十屆國際研討會 ML-CDs 2020 及第九屆國際研討會

Syeda-Mahmood, Tanveer, Drechsler, Klaus, Greenspan, Hayit

  • 出版商: Springer
  • 出版日期: 2020-10-04
  • 售價: $2,420
  • 貴賓價: 9.5$2,299
  • 語言: 英文
  • 頁數: 138
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 3030609456
  • ISBN-13: 9783030609450
  • 海外代購書籍(需單獨結帳)

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商品描述

This book constitutes the refereed joint proceedings of the 10th International Workshop on Multimodal Learning for Clinical Decision Support, ML-CDS 2020, and the 9th International Workshop on Clinical Image-Based Procedures, CLIP 2020, held in conjunction with the 23rd International Conference on Medical Imaging and Computer-Assisted Intervention, MICCAI 2020, in Lima, Peru, in October 2020. The workshops were held virtually due to the COVID-19 pandemic.

The 4 full papers presented at ML-CDS 2020 and the 9 full papers presented at CLIP 2020 were carefully reviewed and selected from numerous submissions to ML-CDS and 10 submissions to CLIP. The ML-CDS papers discuss machine learning on multimodal data sets for clinical decision support and treatment planning. The CLIP workshops provides a forum for work centered on specific clinical applications, including techniques and procedures based on comprehensive clinical image and other data.

商品描述(中文翻譯)

本書是第十屆國際臨床決策支持多模態學習研討會(ML-CDS 2020)和第九屆臨床影像基礎程序研討會(CLIP 2020)的經過審稿的聯合會議紀錄,這兩個研討會於2020年10月在秘魯利馬舉行,並與第23屆國際醫學影像與電腦輔助介入會議(MICCAI 2020)同時舉行。由於COVID-19疫情,這些研討會以虛擬方式進行。

在ML-CDS 2020上發表的4篇完整論文和在CLIP 2020上發表的9篇完整論文,都是從眾多提交的論文中仔細審核和選出的,ML-CDS收到了大量的投稿,而CLIP則收到了10篇投稿。ML-CDS的論文討論了針對臨床決策支持和治療規劃的多模態數據集上的機器學習。CLIP研討會則提供了一個專注於特定臨床應用的論壇,包括基於綜合臨床影像和其他數據的技術和程序。

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